C3DP

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yolov7 instance with 3 classes

Instance Segmentation

yolov7 instance with 3 classes Image Dataset

Try Pre-Trained Model
Versions
2023-11-23 4:07am
v5
Nov 22, 2023
2023-09-16 4:51am
v4
Sep 15, 2023
2023-06-19 10:56am
v3
Jun 19, 2023
2023-06-19 10:24am
v2
Jun 19, 2023
2023-06-17 12:42am
v1
Jun 16, 2023
v2

2023-06-19 10:24am

Generated on Jun 19, 2023
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3119 Total Images

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Dataset Split

Train Set 82%
2562Images
Valid Set 11%
348Images
Test Set 7%
209Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Blur: Up to 3.25px
Noise: Up to 5% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -15° and +15°